Data
basic EDA
check wrangling data
check temp dist for in a random day from all year value
## STATION_NAME
## 1 VANCOUVER INT'L A
## 2 VANCOUVER INTL A
get 90th from the all year for all day value
Plot
EHF plot
plot 90th compare different based year
## plot given year temp dist vs baseline 90th
## Warning: Removed 1 row containing missing values or values outside the scale range
## (`geom_line()`).
## Removed 1 row containing missing values or values outside the scale range
## (`geom_line()`).
plot all year temp in grey vs baseline
## Warning: Removed 300 rows containing missing values or values outside the scale range
## (`geom_line()`).
## Warning: Removed 1 row containing missing values or values outside the scale range
## (`geom_line()`).
## Removed 1 row containing missing values or values outside the scale range
## (`geom_line()`).
Analyze the hw
hw dist for certain 1 year
prepare for the data
## # A tibble: 40 × 7
## Month Day Percentile_90 MAX_TEMP_YEAR DayOfYear Condition Cumulative_Count
## <int> <int> <dbl> <dbl> <dbl> <lgl> <dbl>
## 1 1 4 9.61 10.4 4 TRUE 1
## 2 1 9 9.8 10.5 9 TRUE 1
## 3 1 10 9.82 11.1 10 TRUE 2
## 4 1 11 10 10.2 11 TRUE 3
## 5 1 12 10 11.3 12 TRUE 4
## 6 3 18 13.2 14 77 TRUE 1
## 7 3 19 13.3 15.4 78 TRUE 2
## 8 3 20 13.3 13.7 79 TRUE 3
## 9 3 21 13.3 16.7 80 TRUE 4
## 10 3 22 13.3 17.3 81 TRUE 5
## # ℹ 30 more rows
plot hw analysis for all year
plot overall count of hw through years
seperate view of the heatmap
examine specific year (grep line vs 90 vs specific year)
according bar
Plot EHF vs Percentile_90 for specific year
1958
2015
2021
